Abstract:

For Phase II work, we propose to complete the development of the DICOS compliant ATR algorithm whose feasibility has been demonstrated by
results of Phase I work. Important project milestones for the first base year of Phase II are as follows: (1) implementation of the DICOS standard
including network protocol, (2) improvement of the proposed ATR algorithm in terms of explosive detection performance and computational efficiency,
(3) development of plug-in ATR software with the DICOS standard, and (4) optimal parameter tuning using the receiver operating characteristics
analysis. The goal of the second option year of Phase II is to be ready for the certification test by continuing improving the ATR algorithm and
optimizing parameters via extensive experiments with training datasets. With the successful completion of Phase II work, we expect that our ATR
algorithm will outperform existing ATR algorithms of EDS vendors in terms of PD and PFA while meeting the certification requirement of throughput.
If our ATR algorithm is certified by TSL and used for EDS, it will contribute to enhance aviation security significantly. Since our ATR algorithm will
be able to lower PFA while maintaining PD of the current state-of-the-art EDS, it will be also able to reduce the cost related to manual inspection of
alarmed bags.